Drug-containing hydrogels injected into the tumor site can gradually release DOX and DPPA-1, which play a synergistic role in enhancing the infiltration of cytotoxic CD8+ T cells in tumors and inducing the secretion of TNF-α and IFN-γ at the highest level. Here, CD8A is linked to neoplasm.